{"id":"W2938917783","doi":"10.1111/bdi.12746","title":"Poster","year":2019,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Department of Psychiatry, University of Toronto; Australian Institute for Musculoskeletal Science; Université Paris Diderot; Natural Science Foundation of Jiangsu Province; University of Toronto; Government of Jiangsu Province; University of Melbourne; National Natural Science Foundation of China; Deakin University; University of Sydney; Heart Research Institute; Universidad de Antioquia; King's College London; Neuroscience Research Australia; Sydney Medical School; Monash University; Guangzhou Medical University; Barwon Health Foundation; University of New South Wales; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Université de Lorraine","keywords":"Schizophrenia (object-oriented programming); Emotion recognition; Bipolar disorder; Prefrontal cortex; Mental illness","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009046661,0.0009048669,0.0005481921,0.001094626,0.001804145,0.003600413,0.001193888,0.002068693,0.6948954],"category_scores_gemma":[0.001764483,0.0003409732,0.000936671,0.0004822609,0.0004795726,0.001847972,0.002587759,0.002056059,0.4123582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010187,"about_ca_system_score_gemma":0.001332811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074498,"about_ca_topic_score_gemma":0.002065482,"domain_scores_codex":[0.9993334,0.00009409738,0.00003937119,0.0002097002,0.0002205784,0.0001027956],"domain_scores_gemma":[0.9987339,0.0001247378,0.00004782298,0.0001261579,0.0004833083,0.0004841054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003263853,0.00009692642,0.0004838314,0.0002782623,0.0000134572,0.0002676398,0.00009158056,0.0001343618,0.001625074,0.005168924,0.8939746,0.09753897],"study_design_scores_gemma":[0.00003196813,0.00005600965,0.0007179474,0.0001226532,0.000007814258,0.0003695058,0.0001048287,0.0001200795,0.0005157526,0.002388479,0.9955563,0.000008707222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004825841,0.006787347,0.005964961,0.01860675,0.06188123,0.0006385554,0.006928532,0.001973642,0.8923932],"genre_scores_gemma":[0.01478925,0.002539754,0.00259864,0.002893388,0.007703343,0.0001697578,0.003597087,0.0005705714,0.9651383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3051046,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007014430350248712,"score_gpt":0.2372621984631135,"score_spread":0.2302477681128648,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}